2 papers
cs.CV2026
DeNuC: Decoupling Nuclei Detection and Classification in Histopathology
Zijiang Yang, Chen Kuang, Dongmei Fu
Pathology Foundation Models (FMs) have shown strong performance across a wide range of pathology image representation and diagnostic tasks. However, FMs do not exhibit the expected…
cs.CV2024
PixelLM: Pixel Reasoning with Large Multimodal Model
Zhongwei Ren, Zhicheng Huang, Yunchao Wei +4
While large multimodal models (LMMs) have achieved remarkable progress, generating pixel-level masks for image reasoning tasks involving multiple open-world targets remains a chall…